Basic Statistics

Raw Counts

Name Value
Rows 12,669
Columns 22
Discrete columns 14
Continuous columns 8
All missing columns 0
Missing observations 3,722
Complete Rows 9,072
Total observations 278,718
Memory allocation 2.9 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 4 columns ignored with more than 50 categories.
## Cupos: 2602 categories
## Ingresos: 7324 categories
## AnosAntiguedadEmpl: 3540 categories
## AnosRelacionBanco: 5584 categories

QQ Plot

Correlation Analysis

## 4 features with more than 20 categories ignored!
## Cupos: 2146 categories
## Ingresos: 5627 categories
## AnosAntiguedadEmpl: 2916 categories
## AnosRelacionBanco: 4585 categories

Principle Component Analysis

## 4 features with more than 50 categories ignored!
## Cupos: 2146 categories
## Ingresos: 5627 categories
## AnosAntiguedadEmpl: 2916 categories
## AnosRelacionBanco: 4585 categories